#include <itkHessian3DToVesselnessMeasureImageFilter.h>

Inheritance diagram for itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >:

Collaboration diagram for itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >:

Detailed Description

template<typename TPixel>
class itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >

Line filter to provide a vesselness measure for tubular objects from the hessian matrix.

The filter takes as input an image of hessian pixels (SymmetricSecondRankTensor pixels) and preserves pixels that have eigen values $\lambda_3$ close to 0 and $\lambda_2$ and $\lambda_1$ as large negative values (for bright tubular structures).

$| \lambda_1 | < | \lambda_2 | < | \lambda_3 |$

Notes:: The filter takes into account that the eigen values play a crucial role in discrimintaitng shape and orientation of structures.

Bright tubular structures will have low $\lambda_1$ and large negative values of $\lambda_2$ and $\lambda_3$ .
Conversely dark tubular structures will have a low value of $\lambda_1$ and large positive values of $\lambda_2$ and $\lambda_3$ .
Bright plate like structures have low values of $\lambda_1$ and $\lambda_2$ and large negative values of $\lambda_3$
Dark plate like structures have low values of $\lambda_1$ and $\lambda_2$ and large positive values of $\lambda_3$
Bright spherical (blob) like structures have all three eigen values as large negative numbers
Dark spherical (blob) like structures have all three eigen values as large positive numbers

This filter is used to discriminate the Bright tubular structures.

References:: "3D Multi-scale line filter for segmentation and visualization of curvilinear structures in medical images", Yoshinobu Sato, Shin Nakajima, Hideki Atsumi, Thomas Koller, Guido Gerig, Shigeyuki Yoshida, Ron Kikinis.

http://www.spl.harvard.edu/archive/spl-pre2007/pages/papers/yoshi/

See Also: HessianRecursiveGaussianImageFilter; SymmetricEigenAnalysisImageFilter; SymmetricSecondRankTensor

Definition at line 76 of file itkHessian3DToVesselnessMeasureImageFilter.h.

Public Types
typedef SmartPointer< const Self >	ConstPointer

typedef SymmetricEigenAnalysisImageFilter < InputImageType, EigenValueImageType >	EigenAnalysisFilterType

typedef FixedArray< double, itkGetStaticConstMacro(InputPixelDimension) >	EigenValueArrayType

typedef Image < EigenValueArrayType, itkGetStaticConstMacro(ImageDimension) >	EigenValueImageType

typedef Superclass::InputImageType	InputImageType

typedef InputImageType::PixelType	InputPixelType

typedef Superclass::OutputImageType	OutputImageType

typedef TPixel	OutputPixelType

typedef SmartPointer< Self >	Pointer

typedef Hessian3DToVesselnessMeasureImageFilter	Self

typedef ImageToImageFilter < Image < SymmetricSecondRankTensor < double, 3 >, 3 >, Image < TPixel, 3 > >	Superclass

Public Types inherited from itk::ImageToImageFilter< Image< SymmetricSecondRankTensor< double, 3 >, 3 >, Image< TPixel, 3 > >
typedef SmartPointer< const Self >	ConstPointer

typedef InputImageType::ConstPointer	InputImageConstPointer

typedef InputImageType::PixelType	InputImagePixelType

typedef InputImageType::Pointer	InputImagePointer

typedef InputImageType::RegionType	InputImageRegionType

typedef Image < SymmetricSecondRankTensor < double, 3 >, 3 >	InputImageType

typedef Superclass::OutputImagePixelType	OutputImagePixelType

typedef Superclass::OutputImageRegionType	OutputImageRegionType

typedef SmartPointer< Self >	Pointer

typedef ImageToImageFilter	Self

typedef ImageSource< Image < TPixel, 3 > >	Superclass

Public Types inherited from itk::ImageSource< Image< TPixel, 3 > >
typedef SmartPointer< const Self >	ConstPointer

typedef Superclass::DataObjectIdentifierType	DataObjectIdentifierType

typedef DataObject::Pointer	DataObjectPointer

typedef Superclass::DataObjectPointerArraySizeType	DataObjectPointerArraySizeType

typedef OutputImageType::PixelType	OutputImagePixelType

typedef OutputImageType::Pointer	OutputImagePointer

typedef OutputImageType::RegionType	OutputImageRegionType

typedef Image< TPixel, 3 >	OutputImageType

typedef SmartPointer< Self >	Pointer

typedef ImageSource	Self

typedef ProcessObject	Superclass

Public Types inherited from itk::ProcessObject
typedef SmartPointer< const Self >	ConstPointer

typedef DataObject::DataObjectIdentifierType	DataObjectIdentifierType

typedef DataObject::Pointer	DataObjectPointer

typedef std::vector < DataObjectPointer >	DataObjectPointerArray

typedef DataObjectPointerArray::size_type	DataObjectPointerArraySizeType

typedef std::vector < DataObjectIdentifierType >	NameArray

typedef SmartPointer< Self >	Pointer

typedef ProcessObject	Self

typedef Object	Superclass

Public Types inherited from itk::Object
typedef SmartPointer< const Self >	ConstPointer

typedef SmartPointer< Self >	Pointer

typedef Object	Self

typedef LightObject	Superclass

Public Types inherited from itk::LightObject
typedef SmartPointer< const Self >	ConstPointer

typedef SmartPointer< Self >	Pointer

typedef LightObject	Self

Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const

virtual const char *	GetNameOfClass () const

	typedef (Concept::Convertible< double, OutputPixelType >) DoubleConvertibleToOutputCheck


virtual void	SetAlpha1 (double _arg)

virtual double	GetAlpha1 () const


virtual void	SetAlpha2 (double _arg)

virtual double	GetAlpha2 () const

Public Member Functions inherited from itk::ImageToImageFilter< Image< SymmetricSecondRankTensor< double, 3 >, 3 >, Image< TPixel, 3 > >
const InputImageType *	GetInput (void) const

const InputImageType *	GetInput (unsigned int idx) const

virtual void	PopBackInput ()

virtual void	PopFrontInput ()

virtual void	PushBackInput (const InputImageType *image)

virtual void	PushFrontInput (const InputImageType *image)

virtual void	SetInput (const InputImageType *image)

virtual void	SetInput (unsigned int, const Image< SymmetricSecondRankTensor< double, 3 >, 3 > *image)

virtual void	SetCoordinateTolerance (double _arg)

virtual double	GetCoordinateTolerance () const

virtual void	SetDirectionTolerance (double _arg)

virtual double	GetDirectionTolerance () const

Public Member Functions inherited from itk::ImageSource< Image< TPixel, 3 > >
OutputImageType *	GetOutput (unsigned int idx)

virtual void	GraftNthOutput (unsigned int idx, DataObject *output)

virtual void	GraftOutput (DataObject *output)

virtual void	GraftOutput (const DataObjectIdentifierType &key, DataObject *output)

OutputImageType *	GetOutput (void)

const OutputImageType *	GetOutput (void) const

virtual ProcessObject::DataObjectPointer	MakeOutput (ProcessObject::DataObjectPointerArraySizeType idx)

Public Member Functions inherited from itk::ProcessObject
virtual void	AbortGenerateDataOff ()

virtual void	AbortGenerateDataOn ()

virtual void	EnlargeOutputRequestedRegion (DataObject *)

virtual const bool &	GetAbortGenerateData ()

NameArray	GetInputNames () const

MultiThreader *	GetMultiThreader () const

DataObjectPointerArraySizeType	GetNumberOfIndexedInputs () const

DataObjectPointerArraySizeType	GetNumberOfInputs () const

DataObjectPointerArraySizeType	GetNumberOfOutputs () const

virtual DataObjectPointerArraySizeType	GetNumberOfValidRequiredInputs () const

NameArray	GetOutputNames () const

virtual const float &	GetProgress ()

NameArray	GetRequiredInputNames () const

bool	HasInput (const DataObjectIdentifierType &key) const

bool	HasOutput (const DataObjectIdentifierType &key) const

virtual DataObjectPointer	MakeOutput (const DataObjectIdentifierType &)

virtual void	PrepareOutputs ()

virtual void	PropagateRequestedRegion (DataObject *output)

virtual void	ResetPipeline ()

virtual void	SetAbortGenerateData (bool _arg)

virtual void	SetProgress (float _arg)

virtual void	Update ()

virtual void	UpdateLargestPossibleRegion ()

virtual void	UpdateOutputData (DataObject *output)

virtual void	UpdateOutputInformation ()

void	UpdateProgress (float amount)

DataObjectPointerArray	GetInputs ()

DataObjectPointerArray	GetOutputs ()

DataObjectPointerArray	GetIndexedInputs ()

DataObjectPointerArray	GetIndexedOutputs ()

DataObjectPointerArraySizeType	GetNumberOfIndexedOutputs () const

virtual void	SetReleaseDataFlag (bool flag)

virtual bool	GetReleaseDataFlag () const

void	ReleaseDataFlagOn ()

void	ReleaseDataFlagOff ()

virtual void	SetReleaseDataBeforeUpdateFlag (bool _arg)

virtual const bool &	GetReleaseDataBeforeUpdateFlag ()

virtual void	ReleaseDataBeforeUpdateFlagOn ()

virtual void	ReleaseDataBeforeUpdateFlagOff ()

virtual void	SetNumberOfThreads (ThreadIdType _arg)

virtual const ThreadIdType &	GetNumberOfThreads ()

Public Member Functions inherited from itk::Object
unsigned long	AddObserver (const EventObject &event, Command *)

unsigned long	AddObserver (const EventObject &event, Command *) const

virtual void	DebugOff () const

virtual void	DebugOn () const

Command *	GetCommand (unsigned long tag)

bool	GetDebug () const

MetaDataDictionary &	GetMetaDataDictionary (void)

const MetaDataDictionary &	GetMetaDataDictionary (void) const

virtual ModifiedTimeType	GetMTime () const

virtual const TimeStamp &	GetTimeStamp () const

bool	HasObserver (const EventObject &event) const

void	InvokeEvent (const EventObject &)

void	InvokeEvent (const EventObject &) const

virtual void	Modified () const

virtual void	Register () const

void	RemoveAllObservers ()

void	RemoveObserver (unsigned long tag)

void	SetDebug (bool debugFlag) const

void	SetMetaDataDictionary (const MetaDataDictionary &rhs)

virtual void	SetReferenceCount (int)

virtual void	UnRegister () const

Public Member Functions inherited from itk::LightObject
virtual void	Delete ()

virtual int	GetReferenceCount () const

	itkCloneMacro (Self)

void	Print (std::ostream &os, Indent indent=0) const

Static Public Member Functions
static Pointer	New ()

Static Public Attributes

static const unsigned int	ImageDimension = InputImageType ::ImageDimension

static const unsigned int	InputPixelDimension = InputPixelType::Dimension

Static Public Attributes inherited from itk::ImageToImageFilter< Image< SymmetricSecondRankTensor< double, 3 >, 3 >, Image< TPixel, 3 > >
static const unsigned int	InputImageDimension

static const unsigned int	OutputImageDimension

Static Public Attributes inherited from itk::ImageSource< Image< TPixel, 3 > >
static const unsigned int	OutputImageDimension

Protected Member Functions
void	GenerateData (void)

	Hessian3DToVesselnessMeasureImageFilter ()

void	PrintSelf (std::ostream &os, Indent indent) const

	~Hessian3DToVesselnessMeasureImageFilter ()

Protected Member Functions inherited from itk::ImageToImageFilter< Image< SymmetricSecondRankTensor< double, 3 >, 3 >, Image< TPixel, 3 > >
virtual void	CallCopyInputRegionToOutputRegion (OutputImageRegionType &destRegion, const InputImageRegionType &srcRegion)

virtual void	CallCopyOutputRegionToInputRegion (InputImageRegionType &destRegion, const OutputImageRegionType &srcRegion)

virtual void	GenerateInputRequestedRegion ()

	ImageToImageFilter ()

virtual void	VerifyInputInformation ()

	~ImageToImageFilter ()

void	PushBackInput (const DataObject *input)

void	PushFrontInput (const DataObject *input)

Protected Member Functions inherited from itk::ImageSource< Image< TPixel, 3 > >
virtual void	AfterThreadedGenerateData ()

virtual void	AllocateOutputs ()

virtual void	BeforeThreadedGenerateData ()

virtual const ImageRegionSplitterBase *	GetImageRegionSplitter (void) const

	ImageSource ()

virtual unsigned int	SplitRequestedRegion (unsigned int i, unsigned int num, OutputImageRegionType &splitRegion)

virtual void	ThreadedGenerateData (const OutputImageRegionType &outputRegionForThread, ThreadIdType threadId)

virtual	~ImageSource ()

Protected Member Functions inherited from itk::ProcessObject
virtual void	AddInput (DataObject *input)

virtual void	AddOutput (DataObject *output)

virtual void	CacheInputReleaseDataFlags ()

virtual void	GenerateOutputInformation ()

virtual void	GenerateOutputRequestedRegion (DataObject *output)

virtual const DataObjectPointerArraySizeType &	GetNumberOfRequiredOutputs ()

bool	IsIndexedInputName (const DataObjectIdentifierType &) const

bool	IsIndexedOutputName (const DataObjectIdentifierType &) const

	itkLegacyMacro (virtual void RemoveOutput(DataObject *output))

	itkLegacyMacro (void SetNumberOfOutputs(DataObjectPointerArraySizeType num))

	itkLegacyMacro (virtual void RemoveInput(DataObject *input))

	itkLegacyMacro (void SetNumberOfInputs(DataObjectPointerArraySizeType num))

DataObjectPointerArraySizeType	MakeIndexFromInputName (const DataObjectIdentifierType &name) const

DataObjectPointerArraySizeType	MakeIndexFromOutputName (const DataObjectIdentifierType &name) const

DataObjectIdentifierType	MakeNameFromInputIndex (DataObjectPointerArraySizeType idx) const

DataObjectIdentifierType	MakeNameFromOutputIndex (DataObjectPointerArraySizeType idx) const

	ProcessObject ()

virtual void	PropagateResetPipeline ()

virtual void	ReleaseInputs ()

virtual void	RemoveInput (const DataObjectIdentifierType &key)

virtual void	RemoveInput (DataObjectPointerArraySizeType)

virtual void	RemoveOutput (const DataObjectIdentifierType &key)

virtual void	RemoveOutput (DataObjectPointerArraySizeType idx)

virtual void	RestoreInputReleaseDataFlags ()

virtual void	SetInput (const DataObjectIdentifierType &key, DataObject *input)

virtual void	SetNthInput (DataObjectPointerArraySizeType num, DataObject *input)

virtual void	SetNthOutput (DataObjectPointerArraySizeType num, DataObject *output)

void	SetNumberOfIndexedInputs (DataObjectPointerArraySizeType num)

void	SetNumberOfIndexedOutputs (DataObjectPointerArraySizeType num)

virtual void	SetNumberOfRequiredOutputs (DataObjectPointerArraySizeType _arg)

virtual void	SetOutput (const DataObjectIdentifierType &key, DataObject *output)

virtual void	SetPrimaryInput (DataObject *input)

virtual void	SetPrimaryOutput (DataObject *output)

virtual void	VerifyPreconditions ()

	~ProcessObject ()

DataObject *	GetInput (const DataObjectIdentifierType &key)

const DataObject *	GetInput (const DataObjectIdentifierType &key) const

DataObject *	GetInput (DataObjectPointerArraySizeType idx)

const DataObject *	GetInput (DataObjectPointerArraySizeType idx) const

DataObject *	GetPrimaryInput ()

const DataObject *	GetPrimaryInput () const

virtual void	SetPrimaryInputName (const DataObjectIdentifierType &key)

virtual const char *	GetPrimaryInputName (void) const

virtual void	SetNumberOfRequiredInputs (DataObjectPointerArraySizeType)

virtual const DataObjectPointerArraySizeType &	GetNumberOfRequiredInputs ()

bool	AddRequiredInputName (const DataObjectIdentifierType &)

bool	AddRequiredInputName (const DataObjectIdentifierType &, DataObjectPointerArraySizeType idx)

bool	RemoveRequiredInputName (const DataObjectIdentifierType &)

bool	IsRequiredInputName (const DataObjectIdentifierType &) const

void	SetRequiredInputNames (const NameArray &)

DataObject *	GetOutput (const DataObjectIdentifierType &key)

const DataObject *	GetOutput (const DataObjectIdentifierType &key) const

virtual void	SetPrimaryOutputName (const DataObjectIdentifierType &key)

virtual const char *	GetPrimaryOutputName (void) const

DataObject *	GetOutput (DataObjectPointerArraySizeType idx)

const DataObject *	GetOutput (DataObjectPointerArraySizeType idx) const

DataObject *	GetPrimaryOutput ()

const DataObject *	GetPrimaryOutput () const

Protected Member Functions inherited from itk::Object
	Object ()

bool	PrintObservers (std::ostream &os, Indent indent) const

virtual void	SetTimeStamp (const TimeStamp &time)

virtual	~Object ()

Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer	InternalClone () const

	LightObject ()

virtual void	PrintHeader (std::ostream &os, Indent indent) const

virtual void	PrintTrailer (std::ostream &os, Indent indent) const

virtual	~LightObject ()

Private Member Functions
	Hessian3DToVesselnessMeasureImageFilter (const Self &)

void	operator= (const Self &)

Private Attributes
double	m_Alpha1

double	m_Alpha2

EigenAnalysisFilterType::Pointer	m_SymmetricEigenValueFilter

Additional Inherited Members
Protected Types inherited from itk::ImageToImageFilter< Image< SymmetricSecondRankTensor< double, 3 >, 3 >, Image< TPixel, 3 > >
typedef ImageToImageFilterDetail::ImageRegionCopier < itkGetStaticConstMacro(OutputImageDimension), itkGetStaticConstMacro(InputImageDimension) >	InputToOutputRegionCopierType

typedef ImageToImageFilterDetail::ImageRegionCopier < itkGetStaticConstMacro(InputImageDimension), itkGetStaticConstMacro(OutputImageDimension) >	OutputToInputRegionCopierType

Static Protected Member Functions inherited from itk::ImageSource< Image< TPixel, 3 > >
static const ImageRegionSplitterBase *	GetGlobalDefaultSplitter ()

static ITK_THREAD_RETURN_TYPE	ThreaderCallback (void *arg)

Protected Attributes inherited from itk::ProcessObject
TimeStamp	m_OutputInformationMTime

bool	m_Updating

Member Typedef Documentation

template<typename TPixel >

typedef SmartPointer< const Self > itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::ConstPointer

Definition at line 88 of file itkHessian3DToVesselnessMeasureImageFilter.h.

template<typename TPixel >

typedef SymmetricEigenAnalysisImageFilter< InputImageType, EigenValueImageType > itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::EigenAnalysisFilterType

Definition at line 107 of file itkHessian3DToVesselnessMeasureImageFilter.h.

template<typename TPixel >

typedef FixedArray< double, itkGetStaticConstMacro(InputPixelDimension) > itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::EigenValueArrayType

Definition at line 103 of file itkHessian3DToVesselnessMeasureImageFilter.h.

template<typename TPixel >

typedef Image< EigenValueArrayType, itkGetStaticConstMacro(ImageDimension) > itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::EigenValueImageType

Definition at line 105 of file itkHessian3DToVesselnessMeasureImageFilter.h.

template<typename TPixel >

typedef Superclass::InputImageType itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::InputImageType

Definition at line 90 of file itkHessian3DToVesselnessMeasureImageFilter.h.

template<typename TPixel >

typedef InputImageType::PixelType itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::InputPixelType

Definition at line 92 of file itkHessian3DToVesselnessMeasureImageFilter.h.

template<typename TPixel >

typedef Superclass::OutputImageType itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::OutputImageType

Definition at line 91 of file itkHessian3DToVesselnessMeasureImageFilter.h.

template<typename TPixel >

typedef TPixel itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::OutputPixelType

Definition at line 93 of file itkHessian3DToVesselnessMeasureImageFilter.h.

template<typename TPixel >

typedef SmartPointer< Self > itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::Pointer

Definition at line 87 of file itkHessian3DToVesselnessMeasureImageFilter.h.

template<typename TPixel >

typedef Hessian3DToVesselnessMeasureImageFilter itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::Self

Standard class typedefs.

Definition at line 82 of file itkHessian3DToVesselnessMeasureImageFilter.h.

template<typename TPixel >

typedef ImageToImageFilter< Image< SymmetricSecondRankTensor< double, 3 >, 3 >, Image< TPixel, 3 > > itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::Superclass

Definition at line 85 of file itkHessian3DToVesselnessMeasureImageFilter.h.

Constructor & Destructor Documentation

template<typename TPixel >

itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::Hessian3DToVesselnessMeasureImageFilter ( )

protected

End concept checking

template<typename TPixel >

itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::~Hessian3DToVesselnessMeasureImageFilter ( )

inlineprotected

Definition at line 137 of file itkHessian3DToVesselnessMeasureImageFilter.h.

template<typename TPixel >

itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::Hessian3DToVesselnessMeasureImageFilter ( const Self & )

private

Member Function Documentation

template<typename TPixel >

virtual::itk::LightObject::Pointer itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::CreateAnother ( void ) const

virtual

Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.

Reimplemented from itk::Object.

template<typename TPixel >

void itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::GenerateData ( void )

protectedvirtual

Generate Data

Reimplemented from itk::ImageSource< Image< TPixel, 3 > >.

template<typename TPixel >

virtual double itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::GetAlpha1 ( ) const

virtual

Set/Get macros for alpha_1. Please refer to http://www.spl.harvard.edu/archive/spl-pre2007/pages/papers/yoshi/

template<typename TPixel >

virtual double itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::GetAlpha2 ( ) const

virtual

Set/Get macros for alpha_2. Please refer to http://www.spl.harvard.edu/archive/spl-pre2007/pages/papers/yoshi/

template<typename TPixel >

virtual const char* itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::GetNameOfClass ( ) const

virtual

Run-time type information (and related methods).

Reimplemented from itk::ImageToImageFilter< Image< SymmetricSecondRankTensor< double, 3 >, 3 >, Image< TPixel, 3 > >.

template<typename TPixel >

static Pointer itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::New ( )

static

Method for creation through the object factory.

template<typename TPixel >

void itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::operator= ( const Self & )

private

template<typename TPixel >

void itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::PrintSelf	(	std::ostream &	os,
		Indent	indent
	)		const

protectedvirtual

Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.

Reimplemented from itk::ImageToImageFilter< Image< SymmetricSecondRankTensor< double, 3 >, 3 >, Image< TPixel, 3 > >.

template<typename TPixel >

virtual void itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::SetAlpha1 ( double _arg )

virtual

Set/Get macros for alpha_1. Please refer to http://www.spl.harvard.edu/archive/spl-pre2007/pages/papers/yoshi/

template<typename TPixel >

virtual void itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::SetAlpha2 ( double _arg )

virtual

Set/Get macros for alpha_2. Please refer to http://www.spl.harvard.edu/archive/spl-pre2007/pages/papers/yoshi/

template<typename TPixel >

itk::Hessian3DToVesselnessMeasureImageFilter< TPixel >::typedef ( Concept::Convertible< double, OutputPixelType > )

Begin concept checking This class requires DoubleConvertibleToOutputCheck in the form of ( Concept::Convertible< double, OutputPixelType > )